US7561044B2 - Adaptive radio frequency identification control algorithm - Google Patents
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- US7561044B2 US7561044B2 US11/397,244 US39724406A US7561044B2 US 7561044 B2 US7561044 B2 US 7561044B2 US 39724406 A US39724406 A US 39724406A US 7561044 B2 US7561044 B2 US 7561044B2
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- 230000003044 adaptive effect Effects 0.000 title claims abstract description 18
- 238000000034 method Methods 0.000 claims abstract description 25
- 230000003466 anti-cipated effect Effects 0.000 claims description 5
- 238000004891 communication Methods 0.000 claims description 4
- 238000003306 harvesting Methods 0.000 description 3
- 230000008859 change Effects 0.000 description 2
- 238000010586 diagram Methods 0.000 description 2
- 230000000694 effects Effects 0.000 description 2
- 230000005672 electromagnetic field Effects 0.000 description 2
- 238000012545 processing Methods 0.000 description 2
- 230000004913 activation Effects 0.000 description 1
- 238000004458 analytical method Methods 0.000 description 1
- 238000013459 approach Methods 0.000 description 1
- 238000004364 calculation method Methods 0.000 description 1
- 230000003247 decreasing effect Effects 0.000 description 1
- 238000005516 engineering process Methods 0.000 description 1
- 230000002708 enhancing effect Effects 0.000 description 1
- 230000002452 interceptive effect Effects 0.000 description 1
- 238000012986 modification Methods 0.000 description 1
- 230000004048 modification Effects 0.000 description 1
- 238000012544 monitoring process Methods 0.000 description 1
- 238000005457 optimization Methods 0.000 description 1
- 230000004044 response Effects 0.000 description 1
- 238000012546 transfer Methods 0.000 description 1
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04B—TRANSMISSION
- H04B7/00—Radio transmission systems, i.e. using radiation field
- H04B7/02—Diversity systems; Multi-antenna system, i.e. transmission or reception using multiple antennas
- H04B7/04—Diversity systems; Multi-antenna system, i.e. transmission or reception using multiple antennas using two or more spaced independent antennas
- H04B7/06—Diversity systems; Multi-antenna system, i.e. transmission or reception using multiple antennas using two or more spaced independent antennas at the transmitting station
- H04B7/0602—Diversity systems; Multi-antenna system, i.e. transmission or reception using multiple antennas using two or more spaced independent antennas at the transmitting station using antenna switching
- H04B7/0604—Diversity systems; Multi-antenna system, i.e. transmission or reception using multiple antennas using two or more spaced independent antennas at the transmitting station using antenna switching with predefined switching scheme
- H04B7/0606—Random or pseudo-random switching scheme
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q20/00—Payment architectures, schemes or protocols
- G06Q20/08—Payment architectures
- G06Q20/20—Point-of-sale [POS] network systems
- G06Q20/203—Inventory monitoring
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04B—TRANSMISSION
- H04B5/00—Near-field transmission systems, e.g. inductive or capacitive transmission systems
- H04B5/40—Near-field transmission systems, e.g. inductive or capacitive transmission systems characterised by components specially adapted for near-field transmission
- H04B5/48—Transceivers
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04B—TRANSMISSION
- H04B5/00—Near-field transmission systems, e.g. inductive or capacitive transmission systems
- H04B5/70—Near-field transmission systems, e.g. inductive or capacitive transmission systems specially adapted for specific purposes
- H04B5/77—Near-field transmission systems, e.g. inductive or capacitive transmission systems specially adapted for specific purposes for interrogation
Definitions
- the present invention relates to Radio Frequency IDentification (RFID) systems and, more particularly, to a new and useful control algorithm for an RFID which optimizes the accuracy, veracity and conclusions which may be drawn from the RFID system.
- RFID Radio Frequency IDentification
- Radio Frequency Identification is a method of identifying unique devices, and information contained therein, using radio waves.
- a reader communicates with a tag/device which holds unique digital information in a microchip.
- the tag/device may employ select materials to reflect back a portion of the transmitted radio waves thereby providing an indication that the tag/device is within the field or zone of the interrogating reader.
- a passive RFID system employs a passive tag/device having a receiving antenna which is sufficiently large, or selectively shaped/dimensioned, to capture (or harvest) energy from a surrounding electromagnetic field, i.e., the radio frequency energy, to power the passive tag/device.
- the receiving antenna is electrically connected to a central microchip which performs various preprogrammed RFID functions.
- An active RFID system employs an active tag/device having an energy source, e.g., an embedded battery, to power the active device and broadcast signals to the reader. Consequently, active RFID systems do not require an electromagnetic field to power the tag/device.
- a semi-passive system is similar to active systems in the sense that an energy source is employed to power a tag/device, however, the energy is used to activate or augment the microchip's processing capability rather than to broadcast signals back to the reader.
- the tags/device employed in semi-passive systems are also referred to as battery-assisted tags inasmuch as a portion of the energy is acquired from the tag while another portion is obtained from the read field of the antenna. As such, semi-passive tags increase the read range of the RFID system.
- RFID systems operate in the Low, High and Ultra-High Frequency radio frequency bands or between the range of about 125 kHz (LF) to about 960 MHz (UHF).
- LF bands 125 kHz
- UHF bands ultra-high frequency bands
- RFID technology is continuously improving and, currently, readers can produce a field such that a device located therein can be energized and/or interrogated at distances of up to 1000 feet (especially when using powered/active tags).
- Readers often employ multiplexers which utilize a plurality of antennas activated serially or in seriatim. More specifically, each of the antennas interrogates a field or zone for a certain period of time to ensure that all tags, i.e., anticipated to be located within the particular read field, have had sufficient time to harvest the RF energy and report its information back to the reader. For example, a reader having eight (8) antennas each interrogating a field for a period of about ten (10) seconds (i.e., to ensure that each tag/device within a specific read field has had ample opportunity to respond/report information) will require a total of eighty (80) seconds (11 ⁇ 3 minutes) to complete one full interrogation cycle. Therefore, as the number of antennas increase to cover a larger territory, the time required to complete an interrogation cycle increases proportionally.
- RFID systems facilitate tracking of various items (i.e., items which have an accompanying RFID tag/device) for the purpose of controlling merchandise, maintaining inventory levels, or simply monitoring the location and/or flow of important documents. Furthermore, inasmuch as RFID systems utilize time-stamping (typically measured from a common reference such as the EPOCH) to identify when a particular tag/device was identified by the reader, certain information can be ascertained and conclusions drawn from information reported.
- time-stamping typically measured from a common reference such as the EPOCH
- two (2) of the tagged items may incorrectly be characterized as having been stationary, i.e., remaining in the original location, for the duration of the interrogation cycle—despite the fact that these two items moved and returned before the system could properly or correctly track such movement.
- a method for adaptively controlling a Radio Frequency IDentification (RFID) system having a plurality of interrogating antennas and RFID tags comprises the steps of establishing a timeout setting indicative of the time that each interrogating antenna powers a read field during a respective read period and a threshold time period indicative of the time required to transmit energy/exchange data between the RFID tag and the interrogating antenna.
- RFID Radio Frequency IDentification
- a period differential is then calculated which is indicative of the difference between the timeout setting and the time elapsed for the final RFID tag within a respective read field to communicate its RFID tag information.
- the timeout setting for each interrogating antenna may then be adaptively tuned or varied in accordance with the period differential.
- a variance may also be calculated indicative of the difference between the threshold time period and the period differential.
- the timeout setting may be decremented when the threshold time period is greater than the period differential and/or variance and incremented when the time period is less than the period differential and/or variance. Such variation of the timeout setting is evaluated with each interrogation cycle of the RFID system.
- FIG. 1 is a schematic block diagram of a Radio Frequency IDentification (RFID) system having a plurality of antennas which collaboratively establish respective read fields for interrogating the presence and/or location of RFID tags/devices.
- RFID Radio Frequency IDentification
- FIG. 2 is a flow diagram of a method for enhancing the performance of an RFID system by adaptively tuning the RFID system.
- FIG. 3 a shows RFID tag information in tabular format indicative of various settings and values of an RFID system according to the present invention while the system performs an initial interrogation cycle.
- FIG. 3 b shows the RFID tag information indicative of the settings and values of the RFID system following a subsequent interrogation cycle.
- FIG. 3 c shows the RFID tag information and the effects of adaptive tuning on the RFID system following a third interrogation cycle and upon reaching a steady state condition.
- the present invention is described in the context of a Radio Frequency Identification (RFID) system having a plurality of antennas communicating with a single RFID reader.
- RFID Radio Frequency Identification
- Each antenna produces a respective read field within an area of interest, i.e., an office space or inventory stock room, and interrogate/communicate with various RFID tags/devices which may be disposed within the respective read field.
- the read fields produced may be circular or linear polarized (i.e., directional) antennas depending upon the configuration or region of interest, e.g., a square office area, rectangular isle, etc.
- the read fields will generally be configured to span or provide coverage for the entire area to ensure that all RFID tags/devices within the area receive or harvest sufficient energy to communicate with the antenna/reader.
- the RFID system is dynamically tuned to improve the energy harvested by an RFID tag/device should a tag/device be located along a fringe area or condition of a respective read field.
- the RFID system 10 employs eight (8) RF antennas 12 each disposed within an office area 14 and produces a substantially circular read field 16 .
- the antennas 12 are electrically connected to a central reader 18 which is capable of supplying or transmitting RF energy to the antennas in addition to receiving and processing digital information therefrom. More specifically, the reader 18 is preprogrammed to sequentially power each antenna for a specific period of time, typically referred to as the “timeout setting”.
- the timeout setting may also be viewed as the period of time that the interrogating antenna transmits RF energy within a respective read field 16 to power, energize or activate RFID tags/devices 20 which may be located or disposed within the read field 16 .
- the reader 18 will also include an anti-collision algorithm to prevent the various tag/devices from simultaneously transmitting feedback signals to or communicating with the reader at the same time. That is, the anti-collision algorithm causes the various tags/devices to stagger the tag feedback to prevent the signals from “colliding” or interfering with each other. Inasmuch as such anti-collision algorithms are well known in art of RFID systems, no further discussion of its operation is provided or warranted for implementing the teachings of the present invention.
- a method for adaptively tuning the RFID system is provided to optimize the interrogation cycle within each of the respective antenna read fields.
- a baseline or initial timeout setting is established which is indicative of the time that each interrogating antenna powers a read field during a respective read period.
- the timeout setting will be determined based upon the number of RFID tags/devices which are anticipated to be located within a specific read field, and upon the type or “Class” of RFID tag employed in the system. With respect to the latter, RFID tags/devices are rated in various classes depending upon the type or complexity of the functions performed by the RFID tag.
- the most elementary or fundamental RFID tag may be one which is a passive device having the sole function of reporting a serial number to an interrogating antenna.
- RFID tags of this type require a short time period or “reporting period” to perform such function, i.e., on the order of three milliseconds (3 ms).
- RFID tags which are more complex may include active RFID devices which may report location and identification information to the interrogating antenna. Accordingly, RFID tags of this type may require a longer reporting period, i.e., on the order of twelve milliseconds (12 ms).
- Higher class tags may incorporate additional functionality such as cross-communication with other tags within the same or adjacent read fields. As such, even longer reporting periods or response times may be required when employing RFID tags having increased sophistication or complexity.
- a threshold time period is established for the purpose of defining when, and by what amount or degree, the RFID system requires adaptive tuning.
- the threshold time period may be based upon the reporting period, or the time typically necessary, to acquire the RF energy and communicate RFID tag information to the respective interrogating antenna. While the threshold time period will, at minimum, be based upon the class of RFID tag employed in a particular system, the threshold time period will generally be the product of the reporting period and a factor/coefficient or percentage of the reporting period. For example, the threshold time period may be equal to a value X equal to one-hundred and fifty percent (150%) of the reporting period. Alternatively, the value X may be an even multiple of the reporting period, e.g., twice or 200% thereof.
- the rationale for establishing the magnitude of the threshold time period will come into greater focus when discussing the steps for adaptively tuning the timeout setting with each interrogation cycle of the RFID system.
- step C a period differential is calculated between the timeout setting and an elapsed time for a final RFID tag within the respective read field to communicate its RFID tag information. More specifically, this method step C determines the time differential between the last RFID tag to report and the end of the timeout setting. For example, if the timeout setting of a particular antenna is set to one-hundred and twenty milliseconds (120 ms) and three (3) Class 1 RFID tags report information within an elapsed time of thirty-six milliseconds (36 ms) within a respective read field, then the period differential is the difference therebetween or eighty-four milliseconds (84 ms).
- a variance is calculated as the difference between the period differential and the threshold time period.
- a threshold time period may be established in step B above as being a multiple of the reporting period. If the reporting period for a class 1 RFID tag is twelve milliseconds (12 ms), then the threshold time period may be established at, for example, twice the reporting period or twenty-four milliseconds (24 ms). Using the values discussed above, the variance is calculated to be sixty milliseconds (60 ms) or twenty four milliseconds (24 ms) subtracted from eighty-four milliseconds (84 ms).
- the timeout setting of each interrogating antenna may be adaptively varied in accordance with the respective variance. That is, with each interrogation cycle, the timeout setting for each antenna may be incremented or decremented to optimize the interrogation time of the overall RFID system. For example, should a timeout setting have been established at a substantially higher value than the elapsed time required for reporting, i.e., the reporting period, then greater efficiencies may be achieved by reducing the timeout setting during the next or subsequent interrogation cycles.
- the timeout setting may be varied directly from information obtained from the period differential, however, for more refined tuning a comparison is made using the variance, i.e., the difference between the threshold value and the period differential. For example, it may be appropriate to decrement the timeout setting if the period differential is greater than some percentage of the timeout setting. That is, if the period differential is calculated to be fifty percent (50%) of the timeout setting, then one can conclude that the timeout setting is larger than necessary. Consequently, it may be appropriate to decrement the timeout setting by twenty-five percent (25%), or fifty percent (50%) of the period differential, during the next or subsequent interrogation cycle.
- FIGS. 3 a - 3 c illustrate, in tabular form, the established and calculated values described in the inventive method.
- Each of the tables comprises eight rows consistent with the total number of interrogating antennas (identified in Column 1).
- Columns II and III define the type and reporting period, respectively, associated with each RFID tag, while Column IV identifies the total number of RFID tags disposed in each read field of the respective antenna.
- Initial assumptions are made concerning the initial or baseline timeout setting in Column V and threshold time periods for each of the read fields in Column VI. Such assumptions are based on an anticipated number of ten (10) RFID tags in each read field and a threshold time period equivalent to about twice the reporting period. Accordingly, for ten (10) class 1 type RFID tags, the initial or baseline timeout setting is established at one-hundred and twenty milliseconds (120 ms), or 10 tags ⁇ 12 ms. Furthermore, inasmuch as a class 1 type RFID requires an average of twelve milliseconds (12 ms) to acquire and communicate within a read field, the threshold period is established at twenty-four milliseconds (24 ms), or 12 ms ⁇ 2 (twice the reporting period).
- the variance is equal to zero (0) minus twenty-four milliseconds (24 ms) or a value of negative twenty-four milliseconds ( ⁇ 24 ms).
- parentheses are used in the table to denote negative values.
- a steady state condition S may be achieved and no further modification/change NC is effected during the next or subsequent interrogation cycle.
- a range of tuning thresholds was established as being equal to the absolute value of the reporting period. Consequently, for a class 1 RFID tag, a range of between ⁇ twelve milliseconds ( ⁇ 12 ms) was chosen to effect a steady state condition. While such steady state condition may be deemed desirable, it should be appreciated that a steady state condition is not essential to the operation of the RFID system. That is, the system can be permitted to fluctuate with each interrogation cycle.
- a complete or total interrogation cycle shown in Row No 9, Column V, equals the summation of all timeout settings or nine hundred and sixty milliseconds (960 ms).
- the adaptive tuning algorithm optimizes the RFID system by minimizing the time required to perform a complete interrogation cycle (i.e., performing a query of all eight (8) antennas). Further, such optimization is performed while maintaining system reliability, i.e., communication with all RFID tags within the respective read fields.
- ATVs Adaptive Tuning Values
- the period differential and variance are sufficiently refined (i.e., within a window or range of values) such that the adaptive tuning values have reached steady state conditions.
- the interrogation cycle time has been optimized by an additional one hundred and forty-four milliseconds (144 ms) to a value of five hundred and seventy-six milliseconds (576 ms). As such, the interrogation cycle time will remain this value (i.e., with all antennas having reached steady state conditions) until some movement of at least one RFID tag occurs.
- the various method steps may be conducted by a processor having program code for controlling the reader.
- a separate processor/controller may be disposed in communication with the reader for issuing the necessary commands or input signals to perform the various method steps including the various adaptive tuning algorithms described herein.
- the initial timeout settings and/or threshold time periods may reside in program code and the program code may be integral with the reader/controller.
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Cited By (1)
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US20120206241A1 (en) * | 2007-12-05 | 2012-08-16 | Christopher Rice | Gateway radio frequency identification tag system |
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JP2007087032A (en) * | 2005-09-21 | 2007-04-05 | Toshiba Tec Corp | Wireless tag reader |
NL1033982C2 (en) * | 2007-06-13 | 2008-12-16 | Nedap Nv | System for recognizing animals. |
US8508336B2 (en) * | 2008-02-14 | 2013-08-13 | Proxense, Llc | Proximity-based healthcare management system with automatic access to private information |
NL2011749C2 (en) * | 2013-11-07 | 2015-05-11 | Nedap Nv | SYSTEM FOR DETECTING THE PRESENCE OF ANIMALS, IN PARTICULAR ALSO THE IDENTITY OF THE ANIMAL IN A MULTIPLE OF SUB-AREAS. |
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US20060170565A1 (en) * | 2004-07-30 | 2006-08-03 | Husak David J | Location virtualization in an RFID system |
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US20070200712A1 (en) * | 2006-02-28 | 2007-08-30 | Symbol Technologies, Inc. | Smart RFID reader antennas |
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US20120206241A1 (en) * | 2007-12-05 | 2012-08-16 | Christopher Rice | Gateway radio frequency identification tag system |
US8581729B2 (en) * | 2007-12-05 | 2013-11-12 | At&T Intellectual Property Ii, L.P. | Gateway radio frequency identification tag system |
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